Budget Minded Commuter
AI recommendation signal analysis across 80 domains for the Budget Minded Commuter persona in Auto Insurance.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
Join the right communities
The forums and message boards that own this industry's discussion. Monitor them for pain points and participate where your customers already gather.
Where the numbers come from
We run forums, message boards queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Forums, Message Boards
Domains appearing in Google results for Budget Minded Commuter's Research: Forums, Message Boards queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Budget Minded Commuter's Research: Forums, Message Boards queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 65 | car insurance |
| 21 | auto insurance |
| 21 | cheap car |
| 13 | insurance in |
| 9 | cheapest car |
| 9 | how to |
| 6 | insurance companies |
| 6 | insurance for |
| 6 | best cheap |
| 5 | to get |
| 5 | insurance quotes |
| 5 | to find |
| 4 | low cost |
| 4 | cheaper car |
| 4 | insurance quote |
| 4 | classic car |
| 4 | affordable auto |
| 3 | cost auto |
| 3 | tips for |
| 3 | best car |
| 3 | find the |
| 3 | your car |
| 3 | the best |
| 3 | bmw 3 |
| 3 | 3 series |
3-grams
| 20 | cheap car insurance |
| 10 | car insurance in |
| 9 | cheapest car insurance |
| 5 | car insurance companies |
| 5 | car insurance quotes |
| 5 | best cheap car |
| 4 | how to get |
| 4 | cheaper car insurance |
| 4 | classic car insurance |
| 4 | car insurance for |
| 4 | affordable auto insurance |
| 3 | low cost auto |
| 3 | cost auto insurance |
| 3 | best car insurance |
| 3 | to find the |
| 3 | your car insurance |
| 3 | how to find |
| 3 | auto insurance in |
| 3 | bmw 3 series |
| 2 | cheapest auto insurance |
| 2 | insurance companies in |
| 2 | companies in the |
| 2 | to get cheaper |
| 2 | get cheaper car |
| 2 | cheap auto insurance |
4-grams
| 5 | cheapest car insurance in |
| 5 | best cheap car insurance |
| 5 | cheap car insurance in |
| 3 | low cost auto insurance |
| 2 | insurance companies in the |
| 2 | cheap car insurance companies |
| 2 | cheapest car insurance companies |
| 2 | cheap car insurance quotes |
| 2 | how to get cheaper |
| 2 | to get cheaper car |
| 2 | get cheaper car insurance |
| 2 | california s low cost |
| 2 | car insurance in washington |
| 2 | insurance in washington for |
| 2 | in washington for 2026 |
| 2 | to find the most |
| 2 | find the most affordable |
| 2 | car insurance quotes in |
| 2 | the best car insurance |
| 2 | cheap car insurance affordable |
| 2 | car insurance affordable auto |
| 2 | insurance affordable auto insurance |
| 2 | cheap car insurance after |
| 2 | car insurance after an |
| 2 | insurance after an accident |
5-grams
| 3 | best cheap car insurance in |
| 2 | how to get cheaper car |
| 2 | to get cheaper car insurance |
| 2 | cheapest car insurance in washington |
| 2 | car insurance in washington for |
| 2 | insurance in washington for 2026 |
| 2 | to find the most affordable |
| 2 | cheap car insurance affordable auto |
| 2 | car insurance affordable auto insurance |
| 2 | cheap car insurance after an |
| 2 | car insurance after an accident |
| 2 | bmw 3 series e90 e92 |
| 1 | cheapest auto insurance companies in |
| 1 | auto insurance companies in the |
| 1 | insurance companies in the us |
| 1 | cheap car insurance companies from |
| 1 | car insurance companies from 41 |
| 1 | insurance companies from 41 mo |
| 1 | what are some cheap car |
| 1 | are some cheap car insurance |
| 1 | some cheap car insurance options |
| 1 | cheap car insurance options in |
| 1 | car insurance options in michigan |
| 1 | california low cost auto insurance |
| 1 | low cost auto insurance outreach |
6-grams
| 2 | how to get cheaper car insurance |
| 2 | cheapest car insurance in washington for |
| 2 | car insurance in washington for 2026 |
| 2 | cheap car insurance affordable auto insurance |
| 2 | cheap car insurance after an accident |
| 1 | cheapest auto insurance companies in the |
| 1 | auto insurance companies in the us |
| 1 | cheap car insurance companies from 41 |
| 1 | car insurance companies from 41 mo |
| 1 | what are some cheap car insurance |
| 1 | are some cheap car insurance options |
| 1 | some cheap car insurance options in |
| 1 | cheap car insurance options in michigan |
| 1 | california low cost auto insurance outreach |
| 1 | 5 cheapest car insurance companies in |
| 1 | cheapest car insurance companies in the |
| 1 | car insurance companies in the u |
| 1 | insurance companies in the u s |
| 1 | companies in the u s 2026 |
| 1 | tips for how to get cheap |
| 1 | for how to get cheap car |
| 1 | how to get cheap car insurance |
| 1 | cheap car insurance quotes near waukegan |
| 1 | car insurance quotes near waukegan il |
| 1 | car insurance cheapest cheapest known name |
7-grams
| 2 | cheapest car insurance in washington for 2026 |
| 1 | cheapest auto insurance companies in the us |
| 1 | cheap car insurance companies from 41 mo |
| 1 | what are some cheap car insurance options |
| 1 | are some cheap car insurance options in |
| 1 | some cheap car insurance options in michigan |
| 1 | 5 cheapest car insurance companies in the |
| 1 | cheapest car insurance companies in the u |
| 1 | car insurance companies in the u s |
| 1 | insurance companies in the u s 2026 |
| 1 | tips for how to get cheap car |
| 1 | for how to get cheap car insurance |
| 1 | cheap car insurance quotes near waukegan il |
| 1 | car insurance cheapest cheapest known name or |
| 1 | insurance cheapest cheapest known name or a |
| 1 | how to get cheaper car insurance uk |
| 1 | to get cheaper car insurance uk save |
| 1 | get cheaper car insurance uk save money |
| 1 | cheaper car insurance uk save money on |
| 1 | seniors cheap auto insurance could cost you |
| 1 | cheap auto insurance could cost you thousands |
| 1 | best car insurance comparison sites 2026 guide |
| 1 | insurance brokerage forum auto insurance jackson heights |
| 1 | california s low cost automobile insurance ocpsc |
| 1 | s low cost automobile insurance ocpsc ca |